Silhouette-based Human Activity Recognition Using Independent Component Analysis, Linear Discriminant Analysis and Hidden Markov Model

New Developments in Biomedical Engineering ◽

10.5772/7614 ◽

2010 ◽

Cited By ~ 8

Author(s):

Tae-Seong Kim ◽

Zia Uddi

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Linear Discriminant Analysis ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Independent Component ◽

Linear Discriminant

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Independent Component feature-based human activity recognition via Linear Discriminant Analysis and Hidden Markov Model

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650378 ◽

2008 ◽

Cited By ~ 4

Author(s):

Md. Zia Uddin ◽

J. J. Lee ◽

T.-S. Kim

Keyword(s):

Discriminant Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Linear Discriminant Analysis ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Linear Discriminant ◽

Feature Based ◽

Component Feature

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Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model

New Frontiers in Applied Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-69052-8_26 ◽

2008 ◽

pp. 245-254 ◽

Cited By ~ 5

Author(s):

Md. Zia Uddin ◽

J. J. Lee ◽

T. -S. Kim

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Component Analysis ◽

Human Activity Recognition ◽

Independent Component

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Hidden Markov Model Framework Using Independent Component Analysis Mixture Model

2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings ◽

10.1109/icassp.2006.1661335 ◽

2006 ◽

Author(s):

Jian Zhou ◽

Xiao-Ping Zhang

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Mixture Model ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Model Framework

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Independent shape component-based human activity recognition via Hidden Markov Model

Applied Intelligence ◽

10.1007/s10489-008-0159-2 ◽

2009 ◽

Vol 33 (2) ◽

pp. 193-206 ◽

Cited By ~ 31

Author(s):

M. Zia Uddin ◽

J. J. Lee ◽

T.-S. Kim

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Human Activity Recognition ◽

Shape Component

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Hidden Markov Model Based Adaptive Independent Component Analysis Approach for Complex Chemical Process Monitoring and Fault Detection

Industrial & Engineering Chemistry Research ◽

10.1021/ie300203u ◽

2012 ◽

Vol 51 (15) ◽

pp. 5506-5514 ◽

Cited By ~ 71

Author(s):

Mudassir M. Rashid ◽

Jie Yu

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Process Monitoring ◽

Chemical Process ◽

Hidden Markov ◽

Independent Component ◽

Complex Chemical ◽

Chemical Process Monitoring

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Fault Recognition Method Based on Independent Component Analysis and Hidden Markov Model

Journal of Vibration and Control ◽

10.1177/1077546307066964 ◽

2007 ◽

Vol 13 (2) ◽

pp. 125-137 ◽

Cited By ~ 11

Author(s):

Zhinong Li ◽

Jie Han ◽

Junjie Sun ◽

Yongyong He ◽

Fulei Chu

Keyword(s):

Independent Component Analysis ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Component Analysis ◽

Independent Component ◽

Recognition Method ◽

Fault Recognition

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Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.14.036507 ◽

2020 ◽

Vol 14 (03) ◽

pp. 1

Author(s):

Chippy Jayaprakash ◽

Bharath Bhushan Damodaran ◽

Sowmya Viswanathan ◽

Kutti Padannayil Soman

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Dimensionality Reduction ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Independent Component ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Reduction Methods

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Video-Based Human Activity Recognition Using Multilevel Wavelet Decomposition and Stepwise Linear Discriminant Analysis

Sensors ◽

10.3390/s140406370 ◽

2014 ◽

Vol 14 (4) ◽

pp. 6370-6392 ◽

Cited By ~ 18

Author(s):

Muhammad Siddiqi ◽

Rahman Ali ◽

Md. Rana ◽

Een-Kee Hong ◽

Eun Kim ◽

...

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Activity Recognition ◽

Human Activity ◽

Wavelet Decomposition ◽

Human Activity Recognition ◽

Linear Discriminant

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The Hidden Markov Model and its application to Human Activity Recognition

2015 2nd International Conference on Recent Advances in Engineering & Computational Sciences (RAECS) ◽

10.1109/raecs.2015.7453290 ◽

2015 ◽

Cited By ~ 1

Author(s):

Shagun Shaily ◽

Veenu Mangat

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Human Activity Recognition

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Dense Optical Flow Trajectory-Based Human Activity Recognition Using Hierarchical Hidden Markov Model

Proceedings of 2nd International Conference on Computer Vision & Image Processing - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-10-7898-9_9 ◽

2018 ◽

pp. 103-116

Author(s):

Deba Prasad Dash ◽

Maheshkumar H Kolekar

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Optical Flow ◽

Activity Recognition ◽

Human Activity ◽

Hidden Markov ◽

Human Activity Recognition ◽

Dense Optical Flow ◽

Hierarchical Hidden Markov Model

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